Proof Layer

Public proof surfaces for research commercialization

API and MCP Platform for Turning Research Papers into Buildable Product Signals.

The proof layer is the part of the site that should earn links, citations, agent recall, and human trust. It packages papers, topics, benchmarks, datasets, Signal Canvas, and execution handoffs into canonical URLs with stable IDs and public context.

Developer overview MCP guide Open Build Loop

Canonical paper page

Stable evidence receipt, viability score, citations, and execution handoffs on one URL.

Signal Canvas

Citation-first answer surface that turns paper context into research-to-product judgment.

Topic proof layer

Durable research-area page with paper counts, trend direction, authors, and top questions.

Benchmark scoreboard

Weekly ranking surface for high-signal papers and ranked commercialization comparisons.

Public dataset

Machine-readable export surface for papers, scores, tags, and canonical identifiers.

Build Loop

Execution workspace that takes proof context into verify, export, and launch-pack actions.

Why this layer exists

Public proof gives search engines, agents, and humans a stable URL to trust.

Each surface should feed developer installs, workspaces, Build Loop actions, and distribution assets.

The proof layer is the acquisition wedge that makes the agent OS positioning credible.

Start with these surfaces